Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 37799 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.1 MiB |
| Average record size in memory | 224.0 B |
Variable types
| Numeric | 23 |
|---|---|
| Categorical | 4 |
| Boolean | 1 |
name has a high cardinality: 36688 distinct values | High cardinality |
host_name has a high cardinality: 6898 distinct values | High cardinality |
price is highly correlated with accommodates | High correlation |
number_of_reviews is highly correlated with reviews_per_month | High correlation |
reviews_per_month is highly correlated with number_of_reviews and 2 other fields | High correlation |
availability_365 is highly correlated with availability_60 and 1 other fields | High correlation |
number_of_reviews_ltm is highly correlated with reviews_per_month and 1 other fields | High correlation |
accommodates is highly correlated with price and 2 other fields | High correlation |
bedrooms is highly correlated with accommodates and 1 other fields | High correlation |
beds is highly correlated with accommodates and 1 other fields | High correlation |
availability_60 is highly correlated with availability_365 and 1 other fields | High correlation |
number_of_reviews_l30d is highly correlated with reviews_per_month and 1 other fields | High correlation |
availability_90 is highly correlated with availability_365 and 1 other fields | High correlation |
review_scores_accuracy is highly correlated with review_scores_cleanliness and 3 other fields | High correlation |
review_scores_cleanliness is highly correlated with review_scores_accuracy and 1 other fields | High correlation |
review_scores_checkin is highly correlated with review_scores_accuracy and 1 other fields | High correlation |
review_scores_communication is highly correlated with review_scores_accuracy and 2 other fields | High correlation |
review_scores_value is highly correlated with review_scores_accuracy and 2 other fields | High correlation |
id is highly correlated with host_id | High correlation |
host_id is highly correlated with id | High correlation |
price is highly correlated with accommodates | High correlation |
number_of_reviews is highly correlated with reviews_per_month and 1 other fields | High correlation |
reviews_per_month is highly correlated with number_of_reviews and 2 other fields | High correlation |
availability_365 is highly correlated with availability_60 and 1 other fields | High correlation |
number_of_reviews_ltm is highly correlated with number_of_reviews and 2 other fields | High correlation |
accommodates is highly correlated with price and 2 other fields | High correlation |
bedrooms is highly correlated with accommodates and 1 other fields | High correlation |
beds is highly correlated with accommodates and 1 other fields | High correlation |
availability_60 is highly correlated with availability_365 and 1 other fields | High correlation |
number_of_reviews_l30d is highly correlated with reviews_per_month and 1 other fields | High correlation |
availability_90 is highly correlated with availability_365 and 1 other fields | High correlation |
review_scores_accuracy is highly correlated with review_scores_cleanliness and 4 other fields | High correlation |
review_scores_cleanliness is highly correlated with review_scores_accuracy and 3 other fields | High correlation |
review_scores_checkin is highly correlated with review_scores_accuracy and 3 other fields | High correlation |
review_scores_communication is highly correlated with review_scores_accuracy and 3 other fields | High correlation |
review_scores_location is highly correlated with review_scores_accuracy and 1 other fields | High correlation |
review_scores_value is highly correlated with review_scores_accuracy and 4 other fields | High correlation |
number_of_reviews is highly correlated with reviews_per_month | High correlation |
reviews_per_month is highly correlated with number_of_reviews and 1 other fields | High correlation |
availability_365 is highly correlated with availability_60 and 1 other fields | High correlation |
number_of_reviews_ltm is highly correlated with reviews_per_month and 1 other fields | High correlation |
accommodates is highly correlated with bedrooms and 1 other fields | High correlation |
bedrooms is highly correlated with accommodates and 1 other fields | High correlation |
beds is highly correlated with accommodates and 1 other fields | High correlation |
availability_60 is highly correlated with availability_365 and 1 other fields | High correlation |
number_of_reviews_l30d is highly correlated with number_of_reviews_ltm | High correlation |
availability_90 is highly correlated with availability_365 and 1 other fields | High correlation |
review_scores_accuracy is highly correlated with review_scores_value | High correlation |
review_scores_checkin is highly correlated with review_scores_communication | High correlation |
review_scores_communication is highly correlated with review_scores_checkin | High correlation |
review_scores_value is highly correlated with review_scores_accuracy | High correlation |
id is highly correlated with host_id | High correlation |
host_id is highly correlated with id | High correlation |
neighbourhood is highly correlated with latitude and 1 other fields | High correlation |
latitude is highly correlated with neighbourhood | High correlation |
longitude is highly correlated with neighbourhood | High correlation |
price is highly correlated with accommodates | High correlation |
number_of_reviews is highly correlated with reviews_per_month and 1 other fields | High correlation |
reviews_per_month is highly correlated with number_of_reviews and 2 other fields | High correlation |
availability_365 is highly correlated with availability_60 and 1 other fields | High correlation |
number_of_reviews_ltm is highly correlated with number_of_reviews and 2 other fields | High correlation |
accommodates is highly correlated with price and 2 other fields | High correlation |
bedrooms is highly correlated with accommodates and 1 other fields | High correlation |
beds is highly correlated with accommodates and 1 other fields | High correlation |
availability_60 is highly correlated with availability_365 and 1 other fields | High correlation |
number_of_reviews_l30d is highly correlated with reviews_per_month and 1 other fields | High correlation |
availability_90 is highly correlated with availability_365 and 1 other fields | High correlation |
review_scores_accuracy is highly correlated with review_scores_cleanliness and 4 other fields | High correlation |
review_scores_cleanliness is highly correlated with review_scores_accuracy and 4 other fields | High correlation |
review_scores_checkin is highly correlated with review_scores_accuracy and 4 other fields | High correlation |
review_scores_communication is highly correlated with review_scores_accuracy and 4 other fields | High correlation |
review_scores_location is highly correlated with review_scores_accuracy and 4 other fields | High correlation |
review_scores_value is highly correlated with review_scores_accuracy and 4 other fields | High correlation |
number_of_reviews_ltm is highly skewed (γ1 = 47.14442199) | Skewed |
beds is highly skewed (γ1 = 27.74387527) | Skewed |
name is uniformly distributed | Uniform |
id has unique values | Unique |
availability_365 has 17341 (45.9%) zeros | Zeros |
number_of_reviews_ltm has 19302 (51.1%) zeros | Zeros |
bedrooms has 7116 (18.8%) zeros | Zeros |
availability_60 has 19832 (52.5%) zeros | Zeros |
number_of_reviews_l30d has 28366 (75.0%) zeros | Zeros |
availability_90 has 19045 (50.4%) zeros | Zeros |
Reproduction
| Analysis started | 2022-03-04 16:58:16.112610 |
|---|---|
| Analysis finished | 2022-03-04 17:00:18.656660 |
| Duration | 2 minutes and 2.54 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 37799 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25642764.47 |
| Minimum | 5396 |
|---|---|
| Maximum | 53669791 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 5396 |
|---|---|
| 5-th percentile | 2004151.5 |
| Q1 | 12174246 |
| median | 24804703 |
| Q3 | 38925700 |
| 95-th percentile | 51259237 |
| Maximum | 53669791 |
| Range | 53664395 |
| Interquartile range (IQR) | 26751454 |
Descriptive statistics
| Standard deviation | 15753979.77 |
|---|---|
| Coefficient of variation (CV) | 0.6143635483 |
| Kurtosis | -1.186988607 |
| Mean | 25642764.47 |
| Median Absolute Deviation (MAD) | 13368377 |
| Skewness | 0.09947270955 |
| Sum | 9.692708543 × 1011 |
| Variance | 2.481878786 × 1014 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5396 | 1 | < 0.1% |
| 34670684 | 1 | < 0.1% |
| 34654060 | 1 | < 0.1% |
| 34656857 | 1 | < 0.1% |
| 34657437 | 1 | < 0.1% |
| 34658715 | 1 | < 0.1% |
| 34660108 | 1 | < 0.1% |
| 34661171 | 1 | < 0.1% |
| 34662123 | 1 | < 0.1% |
| 34662732 | 1 | < 0.1% |
| Other values (37789) | 37789 |
| Value | Count | Frequency (%) |
| 5396 | 1 | |
| 7397 | 1 | |
| 7964 | 1 | |
| 9952 | 1 | |
| 10586 | 1 | |
| 10588 | 1 | |
| 10917 | 1 | |
| 11213 | 1 | |
| 11265 | 1 | |
| 11487 | 1 |
| Value | Count | Frequency (%) |
| 53669791 | 1 | |
| 53657965 | 1 | |
| 53640687 | 1 | |
| 53638244 | 1 | |
| 53617391 | 1 | |
| 53616668 | 1 | |
| 53600206 | 1 | |
| 53598941 | 1 | |
| 53590461 | 1 | |
| 53590336 | 1 |
| Distinct | 36688 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 295.4 KiB |
| RARE - Gorgeous Apartment in the Haut-Marais! | 17 |
|---|---|
| Gorgeous studio in the Haut-Marais | 14 |
| Studio | 12 |
| 12 | |
| Studio in the heart of Paris | 11 |
| Other values (36683) |
Length
| Max length | 255 |
|---|---|
| Median length | 38 |
| Mean length | 37.85549882 |
| Min length | 1 |
Characters and Unicode
| Total characters | 82 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 36006 ? |
|---|---|
| Unique (%) | 95.3% |
Sample
| 1st row | Explore the heart of old Paris |
|---|---|
| 2nd row | MARAIS - 2ROOMS APT - 2/4 PEOPLE |
| 3rd row | Large & sunny flat with balcony ! |
| 4th row | Paris petit coin douillet |
| 5th row | Studio 7 Montmartre |
Common Values
| Value | Count | Frequency (%) |
| RARE - Gorgeous Apartment in the Haut-Marais! | 17 | < 0.1% |
| Gorgeous studio in the Haut-Marais | 14 | < 0.1% |
| Studio | 12 | < 0.1% |
| 12 | < 0.1% | |
| Studio in the heart of Paris | 11 | < 0.1% |
| Gorgeous Apartment in the Haut-Marais! | 10 | < 0.1% |
| Charmant studio au coeur de Paris | 10 | < 0.1% |
| RARE - Gorgeous Studio close from NATION! | 10 | < 0.1% |
| Charmant appartement parisien | 9 | < 0.1% |
| Charming flat in the heart of Paris | 8 | < 0.1% |
| Other values (36678) | 37686 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 10029 | 4.2% | |
| paris | 9690 | 4.1% |
| in | 6949 | 2.9% |
| studio | 6619 | 2.8% |
| appartement | 5267 | 2.2% |
| de | 4826 | 2.0% |
| apartment | 4496 | 1.9% |
| the | 4148 | 1.8% |
| cosy | 3900 | 1.6% |
| flat | 3784 | 1.6% |
| Other values (10214) | 177044 |
Most occurring characters
| Value | Count | Frequency (%) |
| 82 |
Most occurring categories
| Value | Count | Frequency (%) |
| Control | 82 |
Most frequent character per category
Control
| Value | Count | Frequency (%) |
| 82 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 82 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 82 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 82 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 82 |
| Distinct | 30420 |
|---|---|
| Distinct (%) | 80.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93576745.23 |
| Minimum | 2626 |
|---|---|
| Maximum | 434633507 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 2626 |
|---|---|
| 5-th percentile | 2385039.6 |
| Q1 | 12465338 |
| median | 37314388 |
| Q3 | 136004195 |
| 95-th percentile | 367952388.2 |
| Maximum | 434633507 |
| Range | 434630881 |
| Interquartile range (IQR) | 123538857 |
Descriptive statistics
| Standard deviation | 116018598 |
|---|---|
| Coefficient of variation (CV) | 1.239822968 |
| Kurtosis | 0.8902304204 |
| Mean | 93576745.23 |
| Median Absolute Deviation (MAD) | 31162678 |
| Skewness | 1.436943757 |
| Sum | 3.537107393 × 1012 |
| Variance | 1.346031508 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 402191311 | 205 | 0.5% |
| 17037121 | 157 | 0.4% |
| 7642792 | 148 | 0.4% |
| 50978178 | 133 | 0.4% |
| 291007369 | 114 | 0.3% |
| 373582561 | 94 | 0.2% |
| 2667370 | 89 | 0.2% |
| 26981054 | 80 | 0.2% |
| 2107478 | 77 | 0.2% |
| 147018685 | 75 | 0.2% |
| Other values (30410) | 36627 |
| Value | Count | Frequency (%) |
| 2626 | 2 | |
| 6792 | 4 | |
| 7903 | 1 | < 0.1% |
| 9412 | 1 | < 0.1% |
| 15146 | 1 | < 0.1% |
| 18876 | 1 | < 0.1% |
| 19105 | 1 | < 0.1% |
| 20633 | 1 | < 0.1% |
| 22155 | 1 | < 0.1% |
| 23559 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 434633507 | 1 | |
| 434058263 | 1 | |
| 433988380 | 1 | |
| 433659123 | 1 | |
| 433258519 | 1 | |
| 433122144 | 1 | |
| 432917306 | 1 | |
| 432903280 | 1 | |
| 432843212 | 1 | |
| 432842567 | 1 |
| Distinct | 6898 |
|---|---|
| Distinct (%) | 18.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 295.4 KiB |
| Marie | 390 |
|---|---|
| Pierre | 367 |
| Guillaume | 271 |
| Antoine | 270 |
| Nicolas | 259 |
| Other values (6893) |
Length
| Max length | 30 |
|---|---|
| Median length | 6 |
| Mean length | 7.141194211 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4309 ? |
|---|---|
| Unique (%) | 11.4% |
Sample
| 1st row | Borzou |
|---|---|
| 2nd row | Franck |
| 3rd row | Anaïs |
| 4th row | Elisabeth |
| 5th row | Michael |
Common Values
| Value | Count | Frequency (%) |
| Marie | 390 | 1.0% |
| Pierre | 367 | 1.0% |
| Guillaume | 271 | 0.7% |
| Antoine | 270 | 0.7% |
| Nicolas | 259 | 0.7% |
| Sophie | 258 | 0.7% |
| Checkmyguest | 242 | 0.6% |
| Camille | 233 | 0.6% |
| Thomas | 230 | 0.6% |
| Anne | 226 | 0.6% |
| Other values (6888) | 35053 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| marie | 391 | 1.0% |
| pierre | 367 | 1.0% |
| checkmyguest | 344 | 0.9% |
| guillaume | 271 | 0.7% |
| antoine | 270 | 0.7% |
| nicolas | 259 | 0.7% |
| sophie | 258 | 0.7% |
| camille | 233 | 0.6% |
| thomas | 230 | 0.6% |
| anne | 226 | 0.6% |
| Other values (6862) | 34950 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 295.4 KiB |
| Buttes-Montmartre | |
|---|---|
| Popincourt | |
| Vaugirard | |
| Entrepôt | |
| Batignolles-Monceau | |
| Other values (15) |
Length
| Max length | 19 |
|---|---|
| Median length | 10 |
| Mean length | 10.49104474 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Hôtel-de-Ville |
|---|---|
| 2nd row | Hôtel-de-Ville |
| 3rd row | Opéra |
| 4th row | Popincourt |
| 5th row | Buttes-Montmartre |
Common Values
| Value | Count | Frequency (%) |
| Buttes-Montmartre | 4058 | 10.7% |
| Popincourt | 3660 | 9.7% |
| Vaugirard | 2847 | 7.5% |
| Entrepôt | 2834 | 7.5% |
| Batignolles-Monceau | 2259 | 6.0% |
| Ménilmontant | 2112 | 5.6% |
| Buttes-Chaumont | 2103 | 5.6% |
| Opéra | 1973 | 5.2% |
| Temple | 1858 | 4.9% |
| Reuilly | 1625 | 4.3% |
| Other values (10) | 12470 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| buttes-montmartre | 4058 | 10.7% |
| popincourt | 3660 | 9.7% |
| vaugirard | 2847 | 7.5% |
| entrepôt | 2834 | 7.5% |
| batignolles-monceau | 2259 | 6.0% |
| ménilmontant | 2112 | 5.6% |
| buttes-chaumont | 2103 | 5.6% |
| opéra | 1973 | 5.2% |
| temple | 1858 | 4.9% |
| reuilly | 1625 | 4.3% |
| Other values (10) | 12470 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 7996 |
|---|---|
| Distinct (%) | 21.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.86387301 |
| Minimum | 48.81258 |
|---|---|
| Maximum | 48.90486 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 48.81258 |
|---|---|
| 5-th percentile | 48.83225 |
| Q1 | 48.85077 |
| median | 48.86512 |
| Q3 | 48.87831 |
| 95-th percentile | 48.8915 |
| Maximum | 48.90486 |
| Range | 0.09228 |
| Interquartile range (IQR) | 0.02754 |
Descriptive statistics
| Standard deviation | 0.01813527735 |
|---|---|
| Coefficient of variation (CV) | 0.0003711387624 |
| Kurtosis | -0.7537098923 |
| Mean | 48.86387301 |
| Median Absolute Deviation (MAD) | 0.01378 |
| Skewness | -0.2239443537 |
| Sum | 1847005.536 |
| Variance | 0.0003288882847 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 48.85663 | 33 | 0.1% |
| 48.85358 | 29 | 0.1% |
| 48.8639 | 27 | 0.1% |
| 48.86585 | 21 | 0.1% |
| 48.8793 | 21 | 0.1% |
| 48.85889 | 21 | 0.1% |
| 48.87845 | 21 | 0.1% |
| 48.86862 | 20 | 0.1% |
| 48.88369 | 20 | 0.1% |
| 48.86397 | 19 | 0.1% |
| Other values (7986) | 37567 |
| Value | Count | Frequency (%) |
| 48.81258 | 1 | |
| 48.816 | 1 | |
| 48.81615 | 1 | |
| 48.81618 | 1 | |
| 48.81631 | 1 | |
| 48.81642 | 1 | |
| 48.81655 | 1 | |
| 48.81674 | 1 | |
| 48.81677 | 1 | |
| 48.8169 | 1 |
| Value | Count | Frequency (%) |
| 48.90486 | 1 | |
| 48.90411 | 1 | |
| 48.90389 | 1 | |
| 48.90233 | 1 | |
| 48.9017 | 1 | |
| 48.90159 | 1 | |
| 48.90158 | 1 | |
| 48.90139 | 1 | |
| 48.90123 | 1 | |
| 48.9012 | 1 |
| Distinct | 12752 |
|---|---|
| Distinct (%) | 33.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.346090323 |
| Minimum | 2.22929 |
|---|---|
| Maximum | 2.47203 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 2.22929 |
|---|---|
| 5-th percentile | 2.28686 |
| Q1 | 2.32605 |
| median | 2.34894 |
| Q3 | 2.37029 |
| 95-th percentile | 2.39605 |
| Maximum | 2.47203 |
| Range | 0.24274 |
| Interquartile range (IQR) | 0.04424 |
Descriptive statistics
| Standard deviation | 0.03247806297 |
|---|---|
| Coefficient of variation (CV) | 0.01384348362 |
| Kurtosis | -0.3401325767 |
| Mean | 2.346090323 |
| Median Absolute Deviation (MAD) | 0.02213 |
| Skewness | -0.3659102366 |
| Sum | 88679.86813 |
| Variance | 0.001054824574 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.28526 | 28 | 0.1% |
| 2.3368 | 22 | 0.1% |
| 2.33674 | 18 | < 0.1% |
| 2.35672 | 18 | < 0.1% |
| 2.37888 | 18 | < 0.1% |
| 2.34699 | 18 | < 0.1% |
| 2.34399 | 18 | < 0.1% |
| 2.358 | 18 | < 0.1% |
| 2.3502 | 17 | < 0.1% |
| 2.2846 | 17 | < 0.1% |
| Other values (12742) | 37607 |
| Value | Count | Frequency (%) |
| 2.22929 | 1 | |
| 2.23549 | 1 | |
| 2.23857 | 1 | |
| 2.24273 | 1 | |
| 2.247026885 | 1 | |
| 2.24804 | 1 | |
| 2.2507 | 1 | |
| 2.25162 | 1 | |
| 2.25173 | 1 | |
| 2.251815 | 1 |
| Value | Count | Frequency (%) |
| 2.47203 | 1 | |
| 2.46712 | 1 | |
| 2.46113 | 1 | |
| 2.45965 | 1 | |
| 2.45699 | 1 | |
| 2.45647 | 1 | |
| 2.45499 | 1 | |
| 2.45041 | 1 | |
| 2.44988 | 1 | |
| 2.44974 | 1 |
room_type
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 295.4 KiB |
| Entirehome/apt | |
|---|---|
| Privateroom | |
| Hotelroom | 718 |
| Sharedroom | 214 |
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 13.48800233 |
| Min length | 9 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Entirehome/apt |
|---|---|
| 2nd row | Entirehome/apt |
| 3rd row | Entirehome/apt |
| 4th row | Entirehome/apt |
| 5th row | Entirehome/apt |
Common Values
| Value | Count | Frequency (%) |
| Entirehome/apt | 31898 | |
| Privateroom | 4969 | 13.1% |
| Hotelroom | 718 | 1.9% |
| Sharedroom | 214 | 0.6% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| entirehome/apt | 31898 | |
| privateroom | 4969 | 13.1% |
| hotelroom | 718 | 1.9% |
| sharedroom | 214 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 575 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113.6163655 |
| Minimum | 8 |
|---|---|
| Maximum | 663 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 38 |
| Q1 | 61 |
| median | 90 |
| Q3 | 135 |
| 95-th percentile | 280 |
| Maximum | 663 |
| Range | 655 |
| Interquartile range (IQR) | 74 |
Descriptive statistics
| Standard deviation | 83.09689189 |
|---|---|
| Coefficient of variation (CV) | 0.7313813597 |
| Kurtosis | 8.116436879 |
| Mean | 113.6163655 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 2.461108861 |
| Sum | 4294585 |
| Variance | 6905.093442 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 1494 | 4.0% |
| 80 | 1466 | 3.9% |
| 70 | 1418 | 3.8% |
| 50 | 1342 | 3.6% |
| 100 | 1302 | 3.4% |
| 90 | 1279 | 3.4% |
| 65 | 1039 | 2.7% |
| 120 | 945 | 2.5% |
| 75 | 925 | 2.4% |
| 55 | 809 | 2.1% |
| Other values (565) | 25780 |
| Value | Count | Frequency (%) |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 9 | |
| 11 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 15 | 7 | |
| 16 | 4 | < 0.1% |
| 17 | 6 | < 0.1% |
| 18 | 15 |
| Value | Count | Frequency (%) |
| 663 | 1 | < 0.1% |
| 657 | 1 | < 0.1% |
| 655 | 1 | < 0.1% |
| 652 | 2 | < 0.1% |
| 650 | 9 | |
| 648 | 3 | < 0.1% |
| 647 | 1 | < 0.1% |
| 646 | 3 | < 0.1% |
| 644 | 1 | < 0.1% |
| 643 | 4 |
minimum_nights
Real number (ℝ≥0)
| Distinct | 76 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.33836874 |
| Minimum | 1 |
|---|---|
| Maximum | 9999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 30 |
| 95-th percentile | 365 |
| Maximum | 9999 |
| Range | 9998 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 161.1835347 |
|---|---|
| Coefficient of variation (CV) | 1.784220116 |
| Kurtosis | 377.1159331 |
| Mean | 90.33836874 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 7.220135273 |
| Sum | 3414700 |
| Variance | 25980.13187 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 365 | 8823 | |
| 2 | 7509 | |
| 1 | 6796 | |
| 3 | 5312 | |
| 4 | 2665 | 7.1% |
| 5 | 2095 | 5.5% |
| 30 | 1653 | 4.4% |
| 7 | 910 | 2.4% |
| 6 | 661 | 1.7% |
| 10 | 222 | 0.6% |
| Other values (66) | 1153 | 3.1% |
| Value | Count | Frequency (%) |
| 1 | 6796 | |
| 2 | 7509 | |
| 3 | 5312 | |
| 4 | 2665 | 7.1% |
| 5 | 2095 | 5.5% |
| 6 | 661 | 1.7% |
| 7 | 910 | 2.4% |
| 8 | 99 | 0.3% |
| 9 | 44 | 0.1% |
| 10 | 222 | 0.6% |
| Value | Count | Frequency (%) |
| 9999 | 1 | < 0.1% |
| 1124 | 1 | < 0.1% |
| 1000 | 4 | < 0.1% |
| 999 | 1 | < 0.1% |
| 523 | 1 | < 0.1% |
| 500 | 2 | < 0.1% |
| 400 | 2 | < 0.1% |
| 365 | 8823 | |
| 360 | 2 | < 0.1% |
| 325 | 1 | < 0.1% |
| Distinct | 439 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.12016191 |
| Minimum | 1 |
|---|---|
| Maximum | 1809 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 11 |
| Q3 | 30 |
| 95-th percentile | 115 |
| Maximum | 1809 |
| Range | 1808 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 51.18555469 |
|---|---|
| Coefficient of variation (CV) | 1.820243954 |
| Kurtosis | 74.84798347 |
| Mean | 28.12016191 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 5.713611171 |
| Sum | 1062914 |
| Variance | 2619.961009 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 4018 | 10.6% |
| 2 | 2991 | 7.9% |
| 3 | 2384 | 6.3% |
| 4 | 1967 | 5.2% |
| 5 | 1750 | 4.6% |
| 6 | 1401 | 3.7% |
| 7 | 1317 | 3.5% |
| 8 | 1166 | 3.1% |
| 9 | 1030 | 2.7% |
| 10 | 870 | 2.3% |
| Other values (429) | 18905 |
| Value | Count | Frequency (%) |
| 1 | 4018 | |
| 2 | 2991 | |
| 3 | 2384 | |
| 4 | 1967 | |
| 5 | 1750 | |
| 6 | 1401 | 3.7% |
| 7 | 1317 | 3.5% |
| 8 | 1166 | 3.1% |
| 9 | 1030 | 2.7% |
| 10 | 870 | 2.3% |
| Value | Count | Frequency (%) |
| 1809 | 1 | |
| 1113 | 1 | |
| 897 | 1 | |
| 835 | 1 | |
| 817 | 1 | |
| 812 | 1 | |
| 769 | 1 | |
| 692 | 1 | |
| 690 | 1 | |
| 673 | 1 |
| Distinct | 761 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8121849784 |
| Minimum | 0.01 |
|---|---|
| Maximum | 50.86 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.03 |
| Q1 | 0.13 |
| median | 0.38 |
| Q3 | 1 |
| 95-th percentile | 3.02 |
| Maximum | 50.86 |
| Range | 50.85 |
| Interquartile range (IQR) | 0.87 |
Descriptive statistics
| Standard deviation | 1.20124471 |
|---|---|
| Coefficient of variation (CV) | 1.479028474 |
| Kurtosis | 115.5093011 |
| Mean | 0.8121849784 |
| Median Absolute Deviation (MAD) | 0.31 |
| Skewness | 5.904290067 |
| Sum | 30699.78 |
| Variance | 1.442988852 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.04 | 1125 | 3.0% |
| 0.03 | 1017 | 2.7% |
| 0.07 | 879 | 2.3% |
| 0.06 | 812 | 2.1% |
| 0.05 | 795 | 2.1% |
| 0.02 | 789 | 2.1% |
| 0.08 | 715 | 1.9% |
| 0.09 | 686 | 1.8% |
| 0.12 | 617 | 1.6% |
| 0.1 | 612 | 1.6% |
| Other values (751) | 29752 |
| Value | Count | Frequency (%) |
| 0.01 | 595 | |
| 0.02 | 789 | |
| 0.03 | 1017 | |
| 0.04 | 1125 | |
| 0.05 | 795 | |
| 0.06 | 812 | |
| 0.07 | 879 | |
| 0.08 | 715 | |
| 0.09 | 686 | |
| 0.1 | 612 |
| Value | Count | Frequency (%) |
| 50.86 | 1 | |
| 24.2 | 1 | |
| 22.74 | 1 | |
| 22.11 | 1 | |
| 21.79 | 1 | |
| 21.41 | 1 | |
| 21.32 | 1 | |
| 21.02 | 1 | |
| 19.9 | 1 | |
| 19.39 | 1 |
calculated_host_listings_count
Real number (ℝ≥0)
| Distinct | 64 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.456546469 |
| Minimum | 1 |
|---|---|
| Maximum | 252 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 52 |
| Maximum | 252 |
| Range | 251 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 32.89766435 |
|---|---|
| Coefficient of variation (CV) | 3.478824374 |
| Kurtosis | 29.77296253 |
| Mean | 9.456546469 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.29212722 |
| Sum | 357448 |
| Variance | 1082.25632 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 27683 | |
| 2 | 2930 | 7.8% |
| 3 | 906 | 2.4% |
| 4 | 548 | 1.4% |
| 5 | 470 | 1.2% |
| 6 | 368 | 1.0% |
| 9 | 250 | 0.7% |
| 7 | 244 | 0.6% |
| 8 | 224 | 0.6% |
| 10 | 213 | 0.6% |
| Other values (54) | 3963 | 10.5% |
| Value | Count | Frequency (%) |
| 1 | 27683 | |
| 2 | 2930 | 7.8% |
| 3 | 906 | 2.4% |
| 4 | 548 | 1.4% |
| 5 | 470 | 1.2% |
| 6 | 368 | 1.0% |
| 7 | 244 | 0.6% |
| 8 | 224 | 0.6% |
| 9 | 250 | 0.7% |
| 10 | 213 | 0.6% |
| Value | Count | Frequency (%) |
| 252 | 205 | |
| 220 | 89 | |
| 206 | 73 | 0.2% |
| 196 | 148 | |
| 195 | 157 | |
| 141 | 114 | |
| 135 | 133 | |
| 112 | 13 | < 0.1% |
| 111 | 11 | < 0.1% |
| 99 | 94 |
availability_365
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 366 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.0242334 |
| Minimum | 0 |
|---|---|
| Maximum | 365 |
| Zeros | 17341 |
| Zeros (%) | 45.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 6 |
| Q3 | 201 |
| 95-th percentile | 355 |
| Maximum | 365 |
| Range | 365 |
| Interquartile range (IQR) | 201 |
Descriptive statistics
| Standard deviation | 132.4187233 |
|---|---|
| Coefficient of variation (CV) | 1.323866415 |
| Kurtosis | -0.7716180521 |
| Mean | 100.0242334 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.9328589163 |
| Sum | 3780816 |
| Variance | 17534.71829 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 17341 | |
| 1 | 423 | 1.1% |
| 365 | 394 | 1.0% |
| 364 | 331 | 0.9% |
| 2 | 291 | 0.8% |
| 3 | 253 | 0.7% |
| 4 | 237 | 0.6% |
| 8 | 222 | 0.6% |
| 363 | 208 | 0.6% |
| 342 | 203 | 0.5% |
| Other values (356) | 17896 |
| Value | Count | Frequency (%) |
| 0 | 17341 | |
| 1 | 423 | 1.1% |
| 2 | 291 | 0.8% |
| 3 | 253 | 0.7% |
| 4 | 237 | 0.6% |
| 5 | 194 | 0.5% |
| 6 | 169 | 0.4% |
| 7 | 162 | 0.4% |
| 8 | 222 | 0.6% |
| 9 | 122 | 0.3% |
| Value | Count | Frequency (%) |
| 365 | 394 | |
| 364 | 331 | |
| 363 | 208 | |
| 362 | 179 | |
| 361 | 93 | 0.2% |
| 360 | 100 | 0.3% |
| 359 | 108 | 0.3% |
| 358 | 133 | 0.4% |
| 357 | 108 | 0.3% |
| 356 | 132 | 0.3% |
number_of_reviews_ltm
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 141 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.734569698 |
| Minimum | 0 |
|---|---|
| Maximum | 1705 |
| Zeros | 19302 |
| Zeros (%) | 51.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 5 |
| 95-th percentile | 22 |
| Maximum | 1705 |
| Range | 1705 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 14.72378984 |
|---|---|
| Coefficient of variation (CV) | 3.109847522 |
| Kurtosis | 4858.56997 |
| Mean | 4.734569698 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 47.14442199 |
| Sum | 178962 |
| Variance | 216.7899872 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 19302 | |
| 1 | 3361 | 8.9% |
| 2 | 2219 | 5.9% |
| 3 | 1686 | 4.5% |
| 4 | 1383 | 3.7% |
| 5 | 1157 | 3.1% |
| 6 | 938 | 2.5% |
| 7 | 827 | 2.2% |
| 8 | 699 | 1.8% |
| 9 | 592 | 1.6% |
| Other values (131) | 5635 | 14.9% |
| Value | Count | Frequency (%) |
| 0 | 19302 | |
| 1 | 3361 | 8.9% |
| 2 | 2219 | 5.9% |
| 3 | 1686 | 4.5% |
| 4 | 1383 | 3.7% |
| 5 | 1157 | 3.1% |
| 6 | 938 | 2.5% |
| 7 | 827 | 2.2% |
| 8 | 699 | 1.8% |
| 9 | 592 | 1.6% |
| Value | Count | Frequency (%) |
| 1705 | 1 | |
| 627 | 1 | |
| 410 | 1 | |
| 395 | 1 | |
| 363 | 1 | |
| 321 | 1 | |
| 305 | 1 | |
| 280 | 1 | |
| 255 | 1 | |
| 246 | 1 |
host_is_superhost
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 37.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 31345 | |
| True | 6454 | 17.1% |
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.038784095 |
| Minimum | 1 |
|---|---|
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 16 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.569686977 |
|---|---|
| Coefficient of variation (CV) | 0.5165510045 |
| Kurtosis | 5.219155299 |
| Mean | 3.038784095 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.716565049 |
| Sum | 114863 |
| Variance | 2.463917205 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 2 | 18643 | |
| 4 | 9108 | |
| 3 | 3489 | 9.2% |
| 6 | 2209 | 5.8% |
| 1 | 1934 | 5.1% |
| 5 | 1420 | 3.8% |
| 8 | 480 | 1.3% |
| 7 | 268 | 0.7% |
| 10 | 117 | 0.3% |
| 9 | 48 | 0.1% |
| Other values (6) | 83 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 1934 | 5.1% |
| 2 | 18643 | |
| 3 | 3489 | 9.2% |
| 4 | 9108 | |
| 5 | 1420 | 3.8% |
| 6 | 2209 | 5.8% |
| 7 | 268 | 0.7% |
| 8 | 480 | 1.3% |
| 9 | 48 | 0.1% |
| 10 | 117 | 0.3% |
| Value | Count | Frequency (%) |
| 16 | 14 | < 0.1% |
| 15 | 3 | < 0.1% |
| 14 | 9 | < 0.1% |
| 13 | 3 | < 0.1% |
| 12 | 44 | 0.1% |
| 11 | 10 | < 0.1% |
| 10 | 117 | 0.3% |
| 9 | 48 | 0.1% |
| 8 | 480 | |
| 7 | 268 |
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.099023784 |
| Minimum | 0 |
|---|---|
| Maximum | 50 |
| Zeros | 7116 |
| Zeros (%) | 18.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.052768718 |
|---|---|
| Coefficient of variation (CV) | 0.9579125892 |
| Kurtosis | 883.4749599 |
| Mean | 1.099023784 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.78632399 |
| Sum | 41542 |
| Variance | 1.108321974 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 1 | 22925 | |
| 0 | 7116 | 18.8% |
| 2 | 5586 | 14.8% |
| 3 | 1687 | 4.5% |
| 4 | 400 | 1.1% |
| 5 | 64 | 0.2% |
| 6 | 10 | < 0.1% |
| 50 | 7 | < 0.1% |
| 7 | 3 | < 0.1% |
| 33 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7116 | 18.8% |
| 1 | 22925 | |
| 2 | 5586 | 14.8% |
| 3 | 1687 | 4.5% |
| 4 | 400 | 1.1% |
| 5 | 64 | 0.2% |
| 6 | 10 | < 0.1% |
| 7 | 3 | < 0.1% |
| 33 | 1 | < 0.1% |
| 50 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 50 | 7 | < 0.1% |
| 33 | 1 | < 0.1% |
| 7 | 3 | < 0.1% |
| 6 | 10 | < 0.1% |
| 5 | 64 | 0.2% |
| 4 | 400 | 1.1% |
| 3 | 1687 | 4.5% |
| 2 | 5586 | 14.8% |
| 1 | 22925 | |
| 0 | 7116 | 18.8% |
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.696896743 |
| Minimum | 1 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 90 |
| Range | 89 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.385031303 |
|---|---|
| Coefficient of variation (CV) | 0.81621425 |
| Kurtosis | 1586.491474 |
| Mean | 1.696896743 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 27.74387527 |
| Sum | 64141 |
| Variance | 1.918311709 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 1 | 21272 | |
| 2 | 10809 | |
| 3 | 3472 | 9.2% |
| 4 | 1375 | 3.6% |
| 5 | 523 | 1.4% |
| 6 | 212 | 0.6% |
| 7 | 68 | 0.2% |
| 8 | 39 | 0.1% |
| 9 | 16 | < 0.1% |
| 10 | 2 | < 0.1% |
| Other values (8) | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 21272 | |
| 2 | 10809 | |
| 3 | 3472 | 9.2% |
| 4 | 1375 | 3.6% |
| 5 | 523 | 1.4% |
| 6 | 212 | 0.6% |
| 7 | 68 | 0.2% |
| 8 | 39 | 0.1% |
| 9 | 16 | < 0.1% |
| 10 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 90 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 83 | 1 | < 0.1% |
| 79 | 1 | < 0.1% |
| 77 | 1 | < 0.1% |
| 18 | 2 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 16 |
availability_60
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 61 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.4090849 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 19832 |
| Zeros (%) | 52.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 26 |
| 95-th percentile | 57 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 19.40500565 |
|---|---|
| Coefficient of variation (CV) | 1.447153612 |
| Kurtosis | -0.04618689783 |
| Mean | 13.4090849 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.193783608 |
| Sum | 506850 |
| Variance | 376.5542441 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 19832 | |
| 1 | 881 | 2.3% |
| 59 | 696 | 1.8% |
| 60 | 652 | 1.7% |
| 6 | 606 | 1.6% |
| 2 | 566 | 1.5% |
| 3 | 511 | 1.4% |
| 4 | 485 | 1.3% |
| 37 | 462 | 1.2% |
| 7 | 441 | 1.2% |
| Other values (51) | 12667 |
| Value | Count | Frequency (%) |
| 0 | 19832 | |
| 1 | 881 | 2.3% |
| 2 | 566 | 1.5% |
| 3 | 511 | 1.4% |
| 4 | 485 | 1.3% |
| 5 | 441 | 1.2% |
| 6 | 606 | 1.6% |
| 7 | 441 | 1.2% |
| 8 | 344 | 0.9% |
| 9 | 301 | 0.8% |
| Value | Count | Frequency (%) |
| 60 | 652 | |
| 59 | 696 | |
| 58 | 436 | |
| 57 | 337 | |
| 56 | 147 | 0.4% |
| 55 | 176 | 0.5% |
| 54 | 162 | 0.4% |
| 53 | 283 | |
| 52 | 195 | 0.5% |
| 51 | 211 | 0.6% |
number_of_reviews_l30d
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5966295405 |
| Minimum | 0 |
|---|---|
| Maximum | 62 |
| Zeros | 28366 |
| Zeros (%) | 75.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 62 |
| Range | 62 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.564416701 |
|---|---|
| Coefficient of variation (CV) | 2.622090585 |
| Kurtosis | 268.7654253 |
| Mean | 0.5966295405 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.06574408 |
| Sum | 22552 |
| Variance | 2.447399614 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0 | 28366 | |
| 1 | 4015 | 10.6% |
| 2 | 2311 | 6.1% |
| 3 | 1358 | 3.6% |
| 4 | 744 | 2.0% |
| 5 | 470 | 1.2% |
| 6 | 218 | 0.6% |
| 7 | 123 | 0.3% |
| 8 | 70 | 0.2% |
| 9 | 40 | 0.1% |
| Other values (18) | 84 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 28366 | |
| 1 | 4015 | 10.6% |
| 2 | 2311 | 6.1% |
| 3 | 1358 | 3.6% |
| 4 | 744 | 2.0% |
| 5 | 470 | 1.2% |
| 6 | 218 | 0.6% |
| 7 | 123 | 0.3% |
| 8 | 70 | 0.2% |
| 9 | 40 | 0.1% |
| Value | Count | Frequency (%) |
| 62 | 3 | |
| 47 | 2 | |
| 41 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 25 | 2 | |
| 24 | 3 | |
| 23 | 3 | |
| 22 | 3 | |
| 20 | 1 | < 0.1% |
| 19 | 2 |
availability_90
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 91 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.97478769 |
| Minimum | 0 |
|---|---|
| Maximum | 90 |
| Zeros | 19045 |
| Zeros (%) | 50.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 48 |
| 95-th percentile | 87 |
| Maximum | 90 |
| Range | 90 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 31.26678944 |
|---|---|
| Coefficient of variation (CV) | 1.360917448 |
| Kurtosis | -0.6463966708 |
| Mean | 22.97478769 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9782731388 |
| Sum | 868424 |
| Variance | 977.6121216 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 19045 | |
| 1 | 685 | 1.8% |
| 89 | 676 | 1.8% |
| 90 | 638 | 1.7% |
| 2 | 467 | 1.2% |
| 88 | 431 | 1.1% |
| 67 | 408 | 1.1% |
| 8 | 406 | 1.1% |
| 3 | 380 | 1.0% |
| 4 | 370 | 1.0% |
| Other values (81) | 14293 |
| Value | Count | Frequency (%) |
| 0 | 19045 | |
| 1 | 685 | 1.8% |
| 2 | 467 | 1.2% |
| 3 | 380 | 1.0% |
| 4 | 370 | 1.0% |
| 5 | 299 | 0.8% |
| 6 | 269 | 0.7% |
| 7 | 290 | 0.8% |
| 8 | 406 | 1.1% |
| 9 | 254 | 0.7% |
| Value | Count | Frequency (%) |
| 90 | 638 | |
| 89 | 676 | |
| 88 | 431 | |
| 87 | 336 | |
| 86 | 143 | 0.4% |
| 85 | 177 | 0.5% |
| 84 | 146 | 0.4% |
| 83 | 271 | |
| 82 | 182 | 0.5% |
| 81 | 196 | 0.5% |
review_scores_accuracy
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 155 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.761118019 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 15 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4.7 |
| median | 4.88 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.4202306919 |
|---|---|
| Coefficient of variation (CV) | 0.08826302776 |
| Kurtosis | 34.49021276 |
| Mean | 4.761118019 |
| Median Absolute Deviation (MAD) | 0.12 |
| Skewness | -4.870955428 |
| Sum | 179965.5 |
| Variance | 0.1765938344 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 12746 | |
| 4.5 | 1136 | 3.0% |
| 4.67 | 1078 | 2.9% |
| 4 | 1061 | 2.8% |
| 4.75 | 985 | 2.6% |
| 4.88 | 940 | 2.5% |
| 4.83 | 856 | 2.3% |
| 4.8 | 852 | 2.3% |
| 4.92 | 795 | 2.1% |
| 4.86 | 793 | 2.1% |
| Other values (145) | 16557 |
| Value | Count | Frequency (%) |
| 0 | 15 | < 0.1% |
| 1 | 128 | |
| 1.33 | 1 | < 0.1% |
| 1.5 | 5 | < 0.1% |
| 1.67 | 1 | < 0.1% |
| 2 | 84 | |
| 2.2 | 1 | < 0.1% |
| 2.25 | 1 | < 0.1% |
| 2.33 | 8 | < 0.1% |
| 2.38 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 12746 | |
| 4.99 | 72 | 0.2% |
| 4.98 | 212 | 0.6% |
| 4.97 | 360 | 1.0% |
| 4.96 | 480 | 1.3% |
| 4.95 | 625 | 1.7% |
| 4.94 | 652 | 1.7% |
| 4.93 | 708 | 1.9% |
| 4.92 | 795 | 2.1% |
| 4.91 | 657 | 1.7% |
| Distinct | 210 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.596069473 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 15 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.67 |
| Q1 | 4.46 |
| median | 4.75 |
| Q3 | 4.96 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.530732211 |
|---|---|
| Coefficient of variation (CV) | 0.1154752369 |
| Kurtosis | 14.57378675 |
| Mean | 4.596069473 |
| Median Absolute Deviation (MAD) | 0.25 |
| Skewness | -3.085343036 |
| Sum | 173726.83 |
| Variance | 0.2816766798 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 8994 | |
| 4 | 1859 | 4.9% |
| 4.5 | 1589 | 4.2% |
| 4.67 | 1256 | 3.3% |
| 4.75 | 1003 | 2.7% |
| 4.8 | 761 | 2.0% |
| 4.33 | 653 | 1.7% |
| 4.86 | 650 | 1.7% |
| 4.83 | 647 | 1.7% |
| 4.88 | 624 | 1.7% |
| Other values (200) | 19763 |
| Value | Count | Frequency (%) |
| 0 | 15 | < 0.1% |
| 1 | 179 | |
| 1.5 | 11 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.67 | 4 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 2 | 139 | |
| 2.2 | 2 | < 0.1% |
| 2.25 | 4 | < 0.1% |
| 2.29 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 8994 | |
| 4.99 | 52 | 0.1% |
| 4.98 | 148 | 0.4% |
| 4.97 | 205 | 0.5% |
| 4.96 | 279 | 0.7% |
| 4.95 | 372 | 1.0% |
| 4.94 | 371 | 1.0% |
| 4.93 | 408 | 1.1% |
| 4.92 | 531 | 1.4% |
| 4.91 | 426 | 1.1% |
review_scores_checkin
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 164 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.803414905 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 17 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.2 |
| Q1 | 4.77 |
| median | 4.93 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0.23 |
Descriptive statistics
| Standard deviation | 0.3958847787 |
|---|---|
| Coefficient of variation (CV) | 0.08241736068 |
| Kurtosis | 43.35925125 |
| Mean | 4.803414905 |
| Median Absolute Deviation (MAD) | 0.07 |
| Skewness | -5.491581202 |
| Sum | 181564.28 |
| Variance | 0.156724758 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 15080 | |
| 4.67 | 877 | 2.3% |
| 4.5 | 849 | 2.2% |
| 4.83 | 842 | 2.2% |
| 4.88 | 829 | 2.2% |
| 4.92 | 828 | 2.2% |
| 4 | 795 | 2.1% |
| 4.75 | 794 | 2.1% |
| 4.94 | 794 | 2.1% |
| 4.93 | 788 | 2.1% |
| Other values (154) | 15323 |
| Value | Count | Frequency (%) |
| 0 | 17 | < 0.1% |
| 1 | 123 | |
| 1.5 | 1 | < 0.1% |
| 2 | 57 | |
| 2.2 | 1 | < 0.1% |
| 2.25 | 1 | < 0.1% |
| 2.33 | 3 | < 0.1% |
| 2.5 | 13 | < 0.1% |
| 2.6 | 2 | < 0.1% |
| 2.63 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 15080 | |
| 4.99 | 127 | 0.3% |
| 4.98 | 356 | 0.9% |
| 4.97 | 530 | 1.4% |
| 4.96 | 660 | 1.7% |
| 4.95 | 726 | 1.9% |
| 4.94 | 794 | 2.1% |
| 4.93 | 788 | 2.1% |
| 4.92 | 828 | 2.2% |
| 4.91 | 750 | 2.0% |
review_scores_communication
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 159 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.814449853 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 12 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.2 |
| Q1 | 4.79 |
| median | 4.95 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0.21 |
Descriptive statistics
| Standard deviation | 0.3979532246 |
|---|---|
| Coefficient of variation (CV) | 0.08265808904 |
| Kurtosis | 43.4325092 |
| Mean | 4.814449853 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | -5.583369954 |
| Sum | 181981.39 |
| Variance | 0.158366769 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 16194 | |
| 4.92 | 870 | 2.3% |
| 4.88 | 829 | 2.2% |
| 4.94 | 797 | 2.1% |
| 4.5 | 795 | 2.1% |
| 4.95 | 793 | 2.1% |
| 4.67 | 773 | 2.0% |
| 4.93 | 765 | 2.0% |
| 4 | 762 | 2.0% |
| 4.83 | 757 | 2.0% |
| Other values (149) | 14464 |
| Value | Count | Frequency (%) |
| 0 | 12 | < 0.1% |
| 1 | 134 | |
| 1.5 | 3 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.67 | 1 | < 0.1% |
| 2 | 62 | |
| 2.25 | 2 | < 0.1% |
| 2.33 | 8 | < 0.1% |
| 2.4 | 3 | < 0.1% |
| 2.5 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 16194 | |
| 4.99 | 182 | 0.5% |
| 4.98 | 475 | 1.3% |
| 4.97 | 626 | 1.7% |
| 4.96 | 675 | 1.8% |
| 4.95 | 793 | 2.1% |
| 4.94 | 797 | 2.1% |
| 4.93 | 765 | 2.0% |
| 4.92 | 870 | 2.3% |
| 4.91 | 662 | 1.8% |
| Distinct | 153 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.805943543 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 15 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.25 |
| Q1 | 4.75 |
| median | 4.92 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0.25 |
Descriptive statistics
| Standard deviation | 0.3477388246 |
|---|---|
| Coefficient of variation (CV) | 0.07235599451 |
| Kurtosis | 47.12302358 |
| Mean | 4.805943543 |
| Median Absolute Deviation (MAD) | 0.08 |
| Skewness | -5.33906022 |
| Sum | 181659.86 |
| Variance | 0.1209222902 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 14173 | |
| 4.5 | 1097 | 2.9% |
| 4.67 | 1016 | 2.7% |
| 4 | 948 | 2.5% |
| 4.75 | 934 | 2.5% |
| 4.88 | 902 | 2.4% |
| 4.8 | 862 | 2.3% |
| 4.92 | 830 | 2.2% |
| 4.83 | 824 | 2.2% |
| 4.86 | 812 | 2.1% |
| Other values (143) | 15401 |
| Value | Count | Frequency (%) |
| 0 | 15 | < 0.1% |
| 1 | 68 | |
| 1.5 | 2 | < 0.1% |
| 2 | 28 | |
| 2.5 | 5 | < 0.1% |
| 2.67 | 1 | < 0.1% |
| 2.71 | 2 | < 0.1% |
| 2.75 | 2 | < 0.1% |
| 2.83 | 1 | < 0.1% |
| 2.9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 14173 | |
| 4.99 | 176 | 0.5% |
| 4.98 | 398 | 1.1% |
| 4.97 | 550 | 1.5% |
| 4.96 | 631 | 1.7% |
| 4.95 | 728 | 1.9% |
| 4.94 | 737 | 1.9% |
| 4.93 | 755 | 2.0% |
| 4.92 | 830 | 2.2% |
| 4.91 | 702 | 1.9% |
review_scores_value
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 176 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.618767957 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 13 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 295.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4.5 |
| median | 4.72 |
| Q3 | 4.9 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.4632611382 |
|---|---|
| Coefficient of variation (CV) | 0.1002997212 |
| Kurtosis | 21.42891684 |
| Mean | 4.618767957 |
| Median Absolute Deviation (MAD) | 0.21 |
| Skewness | -3.650778462 |
| Sum | 174584.81 |
| Variance | 0.2146108822 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 7891 | |
| 4.5 | 1902 | 5.0% |
| 4 | 1773 | 4.7% |
| 4.67 | 1543 | 4.1% |
| 4.75 | 1288 | 3.4% |
| 4.8 | 961 | 2.5% |
| 4.83 | 793 | 2.1% |
| 4.71 | 711 | 1.9% |
| 4.33 | 690 | 1.8% |
| 4.6 | 684 | 1.8% |
| Other values (166) | 19563 |
| Value | Count | Frequency (%) |
| 0 | 13 | < 0.1% |
| 1 | 149 | |
| 1.33 | 1 | < 0.1% |
| 1.5 | 6 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 2 | 96 | |
| 2.25 | 2 | < 0.1% |
| 2.33 | 8 | < 0.1% |
| 2.4 | 3 | < 0.1% |
| 2.5 | 33 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 7891 | |
| 4.99 | 3 | < 0.1% |
| 4.98 | 12 | < 0.1% |
| 4.97 | 37 | 0.1% |
| 4.96 | 78 | 0.2% |
| 4.95 | 128 | 0.3% |
| 4.94 | 163 | 0.4% |
| 4.93 | 212 | 0.6% |
| 4.92 | 327 | 0.9% |
| 4.91 | 272 | 0.7% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| id | name | host_id | host_name | neighbourhood | latitude | longitude | room_type | price | minimum_nights | number_of_reviews | reviews_per_month | calculated_host_listings_count | availability_365 | number_of_reviews_ltm | host_is_superhost | accommodates | bedrooms | beds | availability_60 | number_of_reviews_l30d | availability_90 | review_scores_accuracy | review_scores_cleanliness | review_scores_checkin | review_scores_communication | review_scores_location | review_scores_value | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5396 | Explore the heart of old Paris | 7903 | Borzou | Hôtel-de-Ville | 48.852470 | 2.358350 | Entirehome/apt | 102 | 2 | 273 | 1.80 | 1 | 58 | 42 | f | 2 | 0.0 | 1.0 | 28 | 3 | 58 | 4.56 | 4.48 | 4.77 | 4.81 | 4.96 | 4.53 |
| 1 | 7397 | MARAIS - 2ROOMS APT - 2/4 PEOPLE | 2626 | Franck | Hôtel-de-Ville | 48.859090 | 2.353150 | Entirehome/apt | 112 | 10 | 288 | 2.22 | 2 | 209 | 19 | t | 4 | 2.0 | 2.0 | 5 | 2 | 24 | 4.79 | 4.43 | 4.91 | 4.88 | 4.92 | 4.71 |
| 2 | 7964 | Large & sunny flat with balcony ! | 22155 | Anaïs | Opéra | 48.874170 | 2.342450 | Entirehome/apt | 130 | 6 | 6 | 0.04 | 1 | 344 | 0 | f | 2 | 1.0 | 1.0 | 39 | 0 | 69 | 5.00 | 5.00 | 5.00 | 5.00 | 5.00 | 5.00 |
| 3 | 9952 | Paris petit coin douillet | 33534 | Elisabeth | Popincourt | 48.863730 | 2.370930 | Entirehome/apt | 81 | 4 | 33 | 0.31 | 1 | 260 | 7 | t | 2 | 1.0 | 1.0 | 3 | 0 | 25 | 4.97 | 4.88 | 5.00 | 4.91 | 4.91 | 4.94 |
| 4 | 10586 | Studio 7 Montmartre | 37107 | Michael | Buttes-Montmartre | 48.887000 | 2.345310 | Entirehome/apt | 80 | 30 | 49 | 0.34 | 4 | 162 | 1 | t | 2 | 0.0 | 2.0 | 29 | 0 | 29 | 4.77 | 4.77 | 4.88 | 4.98 | 4.60 | 4.67 |
| 5 | 10588 | Studio 10 Montmartre | 37107 | Michael | Buttes-Montmartre | 48.887250 | 2.345180 | Entirehome/apt | 75 | 30 | 19 | 0.15 | 4 | 217 | 3 | t | 2 | 0.0 | 1.0 | 10 | 0 | 10 | 4.88 | 4.94 | 5.00 | 4.94 | 4.59 | 4.69 |
| 6 | 10917 | ELYSEES-PONCELET FLAT NEAR CH. ELYS | 39402 | Isabelle | Batignolles-Monceau | 48.879074 | 2.296904 | Entirehome/apt | 143 | 30 | 25 | 0.17 | 1 | 0 | 0 | t | 4 | 1.0 | 2.0 | 0 | 0 | 0 | 4.50 | 4.19 | 4.31 | 3.93 | 4.40 | 4.06 |
| 7 | 11213 | DOWNTOWN PARIS | 41322 | Mathieu | Entrepôt | 48.871090 | 2.373760 | Privateroom | 170 | 1 | 151 | 1.93 | 2 | 252 | 4 | f | 6 | 1.0 | 3.0 | 0 | 0 | 0 | 4.77 | 4.36 | 4.86 | 4.92 | 4.69 | 4.55 |
| 8 | 11265 | Elegant appartment in Montmartre | 41718 | Sylvie | Buttes-Montmartre | 48.884940 | 2.339970 | Entirehome/apt | 100 | 7 | 16 | 0.24 | 1 | 0 | 0 | f | 2 | 1.0 | 1.0 | 0 | 0 | 0 | 4.81 | 4.94 | 4.53 | 4.75 | 4.93 | 4.80 |
| 9 | 11487 | Heart of Paris, brand new aparment. | 42666 | Brigitte | Popincourt | 48.864410 | 2.371390 | Entirehome/apt | 60 | 30 | 4 | 0.03 | 1 | 216 | 2 | t | 2 | 0.0 | 1.0 | 22 | 0 | 22 | 4.25 | 4.75 | 4.75 | 4.75 | 4.75 | 4.25 |
Last rows
| id | name | host_id | host_name | neighbourhood | latitude | longitude | room_type | price | minimum_nights | number_of_reviews | reviews_per_month | calculated_host_listings_count | availability_365 | number_of_reviews_ltm | host_is_superhost | accommodates | bedrooms | beds | availability_60 | number_of_reviews_l30d | availability_90 | review_scores_accuracy | review_scores_cleanliness | review_scores_checkin | review_scores_communication | review_scores_location | review_scores_value | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37789 | 53590336 | Appartement Cosy proche Montmartre | 66695202 | Annalisa | Buttes-Montmartre | 48.893651 | 2.346627 | Entirehome/apt | 90 | 3 | 1 | 1.0 | 1 | 361 | 1 | f | 2 | 1.0 | 1.0 | 56 | 1 | 86 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37790 | 53590461 | Appartement Cosy en plein coeur de Paris | 433988380 | Loubna | Reuilly | 48.838577 | 2.390153 | Entirehome/apt | 48 | 3 | 1 | 1.0 | 1 | 324 | 1 | f | 2 | 0.0 | 1.0 | 19 | 1 | 49 | 5.0 | 4.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37791 | 53598941 | SUPERB studio with BALCONY in the HEART OF PARIS | 434058263 | Henri | Ménilmontant | 48.868759 | 2.399991 | Entirehome/apt | 62 | 1 | 1 | 1.0 | 1 | 3 | 1 | f | 2 | 0.0 | 1.0 | 3 | 1 | 3 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37792 | 53600206 | Superbe appartement dans le 5ème | 160134472 | Rita | Panthéon | 48.842827 | 2.350496 | Entirehome/apt | 250 | 1 | 1 | 1.0 | 3 | 48 | 1 | f | 4 | 2.0 | 2.0 | 10 | 1 | 10 | 5.0 | 5.0 | 4.0 | 5.0 | 5.0 | 4.0 |
| 37793 | 53616668 | Studio design avec vue sur la Tour Eiffel | 21238185 | Emilie | Vaugirard | 48.843697 | 2.284839 | Entirehome/apt | 100 | 1 | 1 | 1.0 | 1 | 7 | 1 | t | 2 | 1.0 | 1.0 | 7 | 1 | 7 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37794 | 53617391 | wide studio with a balcony and a convertible sofa | 5345079 | Prune | Gobelins | 48.827960 | 2.368460 | Entirehome/apt | 39 | 1 | 1 | 1.0 | 1 | 133 | 1 | f | 2 | 1.0 | 1.0 | 2 | 1 | 2 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37795 | 53638244 | Maison Boissiere | Deluxe apartment Arc de Triomphe | 51567288 | SweetInn | Passy | 48.868114 | 2.289649 | Entirehome/apt | 312 | 2 | 1 | 1.0 | 52 | 258 | 1 | f | 4 | 1.0 | 2.0 | 52 | 1 | 82 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37796 | 53640687 | Female only! Femme seulement. | 46032712 | Cheer | Palais-Bourbon | 48.858025 | 2.328207 | Sharedroom | 60 | 1 | 1 | 1.0 | 1 | 175 | 1 | f | 1 | 1.0 | 1.0 | 55 | 1 | 85 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37797 | 53657965 | Artist Atelier with garden - Tour Eiffel | 430505007 | Valentin | Vaugirard | 48.849330 | 2.288450 | Entirehome/apt | 200 | 1 | 1 | 1.0 | 3 | 353 | 1 | f | 6 | 1.0 | 3.0 | 48 | 1 | 78 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37798 | 53669791 | Lovely studio walking distance from Champs-Élysées | 434633507 | Christy | Élysée | 48.873707 | 2.308950 | Entirehome/apt | 100 | 2 | 2 | 2.0 | 1 | 20 | 2 | f | 2 | 0.0 | 1.0 | 20 | 2 | 20 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |